Adaptive synchronization in an array of asymmetric coupled neural networks

作者：Gao Ming^*; Cui Bao Tong

来源：Chinese Physics B, 2009, 18(1): 76-83.

DOI：10.1088/1674-1056/18/1/014

• coupled neural networks
• adaptive synchronization
• Lyapunov functional
• delayed coupling

This paper investigates the global synchronization in an array of linearly coupled neural networks with constant and delayed coupling. By a simple combination of adaptive control and linear feedback with the updated laws, some sufficient conditions are derived for global synchronization of the coupled neural networks. The coupling configuration matrix is assumed to be asymmetric, which is more coincident with the realistic network. It is shown that the approaches developed here extend and improve the earlier works. Finally, numerical simulations are presented to demonstrate the effectiveness of the theoretical results.

• 出版日期2009-1
• 单位江南大学